Module 12: Duality and Classifiers
Learning Objectives
- Dual Formulation of Optimization Problems
- Lagrange Multipliers
- Linear and Nonlinear Classifiers, LDA
- Support Vector Machines
Readings
Sections 8.1, 8.2, 8.6, 8.7, 8.8 Convex Optimization
Sections 8.1, 8.2, 8.6, 8.7, 8.8 Convex Optimization